Update app.py

app.py

@@ -125,30 +125,15 @@ SAMPLE_QUERIES = [
 ]
 
 with gr.Blocks(title="Parrotlet-e Retrieval", theme=gr.themes.Base()) as demo:
-
-    # ---- Header ----
     gr.Markdown(
         """
-        Multilingual Medical Embedding Search powered by <b>EkaCare's Parrotlet-e</b> model
-        </p>
-        <hr>
-        """,
-    )
+        # **Multilingual Embedding Retrieval powered by EkaCare’s Parrotlet-e — the Indic Medical Entity Embedding Model.**  
+Parrotlet-e is a multilingual embedding model built to understand and represent medical terminology across India’s diverse languages and scripts, enabling seamless search and interoperability in healthcare data.
 
-    # ---- Model Description ----
-    gr.Markdown(
-        """
-        ### Description
-        **Parrotlet-e: Indic Medical Entity Embedding Model**  
-        A multilingual embedding model designed to represent Indian medical terminology across multiple scripts and languages.
-
-        - 🔗 **Model on Hugging Face:** [Parrotlet-e](https://huggingface.co/ekacare/parrotlet-e)  
-        - 📊 **Benchmarked on:** [Eka-IndicMTEB](https://huggingface.co/datasets/ekacare/Eka-IndicMTEB)  
-        - 📰 Read more on our [blog](https://info.eka.care/services/introducing-parrotlet-e-and-eka-indicmteb-bridging-indias-multilingual-healthcare-gap)
-
-        ---
-        """,
-    )
+- 🔗 **Model on Hugging Face:** [Parrotlet-e](https://huggingface.co/ekacare/parrotlet-e)  
+- 📊 **Benchmarked on:** [Eka-IndicMTEB](https://huggingface.co/datasets/ekacare/Eka-IndicMTEB)  
+- 📰 **Read more on our blog:** [Introducing Parrotlet-e and Eka-IndicMTEB — Bridging India’s Multilingual Healthcare Gap](https://info.eka.care/services/introducing-parrotlet-e-and-eka-indicmteb-bridging-indias-multilingual-healthcare-gap)
+    """)
 
     # ---- Input Section ----
     with gr.Group():
@@ -181,15 +166,15 @@ with gr.Blocks(title="Parrotlet-e Retrieval", theme=gr.themes.Base()) as demo:
             datatype=["number", "str", "str", "str"],
             interactive=False,
             wrap=True,
-            label="📄 Search Results"
+            label="Search Results"
         )
-        status_box = gr.Textbox(label="Status", interactive=False)
+        # status_box = gr.Textbox(label="Status", interactive=False)
 
     # ---- Function Binding ----
     search_btn.click(
         fn=retrieve_documents,
         inputs=[query_input, top_k_input],
-        outputs=[results_output, status_box],
+        outputs=[results_output],
     )